Mohamed Affan Khan
Open to work3 years experienceAI Observability & LLMOps Engineer
AI Observability & LLMOps Engineer | Production ML/LLM Systems Reliability
Standing Rank
Rank Not Available
Developer Badges
No badges earned yet
Skills & Technologies
28 skillsWork Experience
APM & Observability Consultant
Ionidea Consulting (placed at ICICI Bank)
- Deployed and operate Dynatrace APM across 5 mission-critical banking applications spanning 120+ services running on a Kubernetes-based architecture.
- Built real-time dashboards tracking application performance, error rates, latency percentiles, and SLA compliance.
- Investigate and triage 9–12 reported system anomalies daily and 1–2 major production incidents weekly.
- Developed 3 Python automation scripts replacing manual weekly reporting workflows.
- Designed observability coverage for complex legacy banking architecture without code changes.
Data Engineer — Big Data & Cloud
Information Tech Consultants UK (seconded to Deutsche Bank)
- Designed, built, and optimised 6 Apache Spark ETL pipelines in Python and Scala processing ~7TB of financial data daily.
- Architected scalable AWS data infrastructure (S3, Kinesis, Glue, EMR, Redshift, DynamoDB).
- Developed distributed query agents for Hive and Impala on Cloudera.
- Collaborated in Agile delivery teams across London, Frankfurt, and distributed global stakeholders.
Software Developer Intern
Rover Software Pvt Ltd
- Assisted in backend development — testing, debugging, and documentation of data processing workflows.
Projects
AI Lead Qualification Agent
- Designed and shipped a multi-agent pipeline using n8n and GPT-4o for goal-driven decision-making and tool/function calling.
- Zero manual intervention end-to-end with state maintained across the multi-step workflow and full audit logging.
Local RAG Chatbot
View Project- Built a fully local, zero-cloud-dependency RAG system with PDF/Word/text ingestion, semantic chunking, and ChromaDB vector indexing.
- Built an evaluation harness tracking retrieval precision and response latency.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Dynatrace Associate Certification
Dynatrace Associate Certified (2026–2028)
About Details
Professional Bio
AI Engineer with hands-on experience designing and shipping agentic AI workflows, combined with 3+ years operating mission-critical production systems in observability and data engineering. Experienced in building multi-agent automation pipelines and RAG chatbots with evaluation harnesses.
MSc Artificial Intelligence and Robotics
University of Hertfordshire (2019 - 2021)
BE Computer Science and Engineering
Ramaiah Institute of Technology (RIT) (2015 - 2018)